Comportamiento de los agentes en el comercio electrónico según modelos de localización


Dentro del amplio espectro de la utilización de la Teoría de Juegos en la actividad económica, de entre sus muchas aplicaciones teóricas y empíricas concernientes a la toma de decisiones empresariales en forma de juegos, resaltamos aquella que tiene por objeto de estudio entender las relaciones entre las empresas en un contexto microeconómico. Específicamente, en el contexto del comercio electrónico, que actualmente ha alcanzado un nivel de inserción muy importante y diverso en todos los sectores. El presente artículo es el resultado de una investigación exploratoria en tres fases donde, por medio de la metodología de investigación de acción participativa, se logra una contrastación del modelo de Ciudad Circular, propuesto por Salop en 1979, en el contexto de los negocios electrónicos, específicamente en eBay.

Biografía del autor/a

Carlos Hernan González Campo, Universidad del Valle

Profesor Tiempo Completo Universidad del Valle, Doctor en Administración, Economista.

Vanessa Zamora Mina, Universidad del Valle

Magister en Administración, Economista.


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Biografía del autor/a

Carlos Hernan González Campo, Universidad del Valle

Profesor Tiempo Completo Universidad del Valle, Doctor en Administración, Economista.

Vanessa Zamora Mina, Universidad del Valle

Magister en Administración, Economista.

Referencias Bibliográficas

Abrams, P. y Rueffler, C. y Dinnage, R. (2008). Competition-Similarity Relationships and the Nonlinearity of Competitive Effects in Consumer-Resource Systems. The American Naturalist, 172(4), 463-474. doi:

Agarwal, R. y Ergun, O (2010) Network Design and Allocation Mechanisms for Carrier Alliances in Liner Shipping. Operations Research, Informs, 58(6), 1726-1742. doi:

Aghion, P. y Holder, R. (2001). Incomplete contracts and the theory of the firm: What have we learned over the past 25 years? Journal of Economic Perspectives, 25(2), 181-197. doi:

Ahuja, M. y Carley, Ka. (1999). Network Structure in Virtual Organizations. Organization Science, 10(6), 741- 757. doi:

Akerlof, G. (1970). The market for ‘lemons’: Quality uncertainty and the market mechanism. Quarterly Journal of Economics, 84(3), 488-500. doi:

Anumba, C. J. y Ruikar, K. (2008). E-business in Construction. Oxford: UK. Wiley-Blackwell. Ltd. eBook. doi:

Archibald, G.C. y Rosenbluth, G. (1975). The New Theory of Consumer Demand and Monopolistic Competition. Quaterly Journal of Economics, 89, 569-590. doi:

Aumann, R. J. (2017). Game theory. The New Palgrave Dictionary of Economics, 3, 1-40. Recuperado de

Azar, O. H. (2019). The influence of psychological game theory. Journal of Economic Behavior & Organization. 167, 445-453. doi:

Banerjee, P., Wei, K.K. y Ma, Louis. (2012). Role of trialability in b2b e-business. Behaviour & Information Technology. 31(9), 815-827. doi:

Bauner, C. (2015). Mechanism choice and the buy-it-now auction: A structural model of competing buyers and sellers. International Journal of Industrial Organization, 38, 19-31. doi:

Beeler, G. (2008). How Does Ideology Matter in the Spatial Model of Voting? Public Choice, 135(3/4), 109-123. doi:

Bicchieri, G. y Antonelli, G. A. (1995). Game-Theoretic Axioms for Local Rationality and Bounded Knowledge. Journal of Logic, Language, and Information, 4(2), 145-167. doi:

Bleecker, S. (1994). The virtual organization. Futurist, 28(2), 9-14.

Bonanno, G. (1987). Location Choice, Product Proliferation and Entry Deterrence. The Review of Economic Studies, 54(1), 37-45. doi:

Brams, S. (2011). Game Theory and the Humanities: Bridging Two Worlds. The mit Press (EBook). doi:

Bronson, A. (2008). A Generalization of the Hotelling--Salop Model to M-dimensions. En Adams, J. Primaries and electoral strategies II. Midwest Political Science Association. 66th Annual National Conference. April 3-6. Chicago: usa.

Budler, M. y Trkman, P. (2017). The role of game theory in the development of business models in supply chains. En Technology & Engineering Management Conference (temscon), ieee, 155-159. doi:

Campbell, J. (2011). Competition in large Markets. Journal of Applied Econometrics, 26(7), 1113-1136. doi:

Chakrabarti, S. y Gilles, R. P. (2017). Partial Cooperation in Location Choice: Salop’s Model with Three Firms. En d’Amato, Mallozzi y Pardalos (eds.), Spatial Interaction Models pp. 21-38). Cham: Springer. doi:

Chamberlin, E. (1931). The Theory of Monopolistic Competition. Cambridge, Mass.: Harvard University Press.

Chang, K.P y Graham, G. (2012). E-Business Strategy in Supply Chain Collaboration: An Empirical Study of B2B E-Commerce Project in Taiwan. International Journal of Electronic Business Management, 10(2), 101-112.

Chen, C., Liu, H. y Guan, X. (2016). A Game Theory Based Model for Internet Public Opinion’s Embryonic Stage. Cybernetics and Information Technologies, 16(6), 43-59. doi:

Chen, K. P., Lai, H. P. y Yu, Y. T. (2018). The seller’s listing strategy in online auctions: Evidence from eBay. International Journal of Industrial Organization, 56, 107-144. doi:

Chein, I., Cook, S. W., y Harding, J. (1948). The Field of Action Research. American Psychologist, 3(2), 43–50. doi:

Choi, J. y Geistfeld, L. V. (2004) A cross-cultural investigation of consumer e-shopping adoption. Journal of Economic Psychology. 25(6), 821-838. doi:

Colin, C. (1991). Does Strategy Need Game Theory? Strategic Management Journal, 12, Special Issue: Fundamental Research Issues in Strategy and Economics, 137-152. doi:

Cominetti, R., Correa, J. y Stier-Moses, N. (2009). The Impact of Oligopolistic Competition in Networks. Operations Research, 57(6), 1421-1437. doi:

Compton, M. (2007). E-business, e-advancement, E-success. Women in Business. 59(5), 22-24.

Cowan, R. (1992). The Allocation of Offensive and Defensive Resources in a Territorial Game. Journal of Applied Probability, 29(1), 190-195. doi:

Creth, S. (1995). Creating a virtual information organization. Educom Review. 30(2), 15-17.

Cunningham, J.B. (1983). Gathering Data in a Changing Organization. Human relations, 36(5), 403-420. doi:

Currie, W. (2004). Value Creation From E-business Models. Elsevier Butterworth Heinemann, eBook:

D’Aspremont, C., Gabszewics, J. y Thisse, J. (1979). On Hotelling’s Stability in Competition. Econometrica, 17, 1145-1150. doi:

De Palma, A., Criado, C. O. y Randrianarisoa, L. M. (2018). When Hotelling meets Vickrey. Service timing and spatial asymmetry in the airline industry. Journal of Urban Economics, 105, 88-106. doi:

Di Dio, F. y Correani, L. (2019). Collaboration Networks in a Hotelling Game. Economics Bulletin, 39(1), 127-141.

Edgeworth, F. (1881). Mathematical Psychics: An Essay on the Application of Mathematics to the Moral Sciences. London: Kegan Paul (reprinted New York: Augustus M. Kelley, 1967).

Farooqui, A. D. y Niazi, M. A. (2016). Game theory models for communication between agents: a review. Complex Adaptive Systems Modeling, 4(1), 1-13. doi:

Farquharson, R. (1969). Theory of Voting. Blackwell: Yale University Press.

Galbreth, M., March, S., Scudder, G. y Shor, M. (2005). A Game-Theoretic Model of E-Marketplace Participation Growth. Journal of Management Information Systems. 22(1), 295-319. doi:

Gale, D. y Shapley, LL. (1962). College admissions and the stability of marriage. American Mathematics Monthly, 69, 9-15. doi:

Galeotti, A., Goyal, S., Jackson, M., Vega-Redondo, F. y Yariv, L. (2010). Network Games. The Review of Economic Studies, 77(1), 218-244. doi:

Gao, J. y You, F. (2018). A Game Theory Approach to Design and Optimization of Decentralized Supply Chains under Uncertainty. Computer Aided Chemical Engineering, 44, 1603-1608. doi:

Gaudet, G. (2007). Natural Resource Economics under the Rule of Hotelling. The Canadian Journal of Economics, 40(4), 1033-1059. doi:

Gaudeul, A. y Sugden, R. (2012). Spurious Complexity and Common Standards in Markets for Consumer Goods. Economica, 79(314), 209-225. doi:

Geisler, M. y Wiese, H. (2006). Entry deterrence in the Schmalensee-Salop Model. Applied Economics Letters, 13, 127–130. doi:

Goeschl, T. y Camargo, D. (2004). Reconciling Conservation and Development: A Dynamic Hotelling Model of Extractive Reserves. Land Economics, 80(3), 340-354. doi:

González-Campo, C. (2005). El Cliente: ¿un elemento del sistema? Una aplicación de la Teoría General de Sistemas en los Negocios Electrónicos. Libre Empresa. 2(2). 59-74.

González-Campo, C. (2010). E-Stakeholders: una aplicación de la teoría de los stakeholder a los negocios electrónicos. Estudios Gerenciales. 26(114), 39-57. doi:

Gray, R. y Malla, S. (2011). Managing Public ip with Downstream Interfirm Research Spillovers. Canadian Journal of Agricultural Economics, 59, 475–491.


Grebe, T., Ivanova-Stenzel, R. y Kröger, S. (2018). How Do Sellers Benefit From Buy-It-Now Prices in Ebay Auctions? An Experimental Investigation. Rationality & competition, 97. Recuperado de en

Han, J., Qiu, C. y Popkowski Leszczyc, P. (2018). The effects of competitive reserve prices in online auctions. European Journal of Marketing, 52(7/8), 1439-1456. doi:

Handy, C. (1995). Trust and the Virtual Organization. Harvard Business Review, 73(3), 40-50.

Harsanyi, J. (1959). A bargaining model for the cooperative game. En AW Tucker and RD Luce (eds.), Contributions to the Theory of Games, 4 (pp. 324–356).

Princeton, NJ: Princeton University Press. doi:

He, P., Zhang, S. y He, C. (2019). Impacts of Logistics Resource Sharing on b2b E-commerce Companies and Consumers. Electronic Commerce Research and Applications, 34, 100820. doi: 10.1016/j.elerap.2018.100820

Hernández, M. (2011). Nonlinear pricing and competition intensity in a Hotelling-type model with discrete product and consumer types. Economics Letters, 110, 174-177. doi:

Hoppe, H. y Lehmann-Grube, U. (2008). Price Competition in Markets with Customer Testing: The Captive Customer Effect. Economic Theory, 35(3), 497-521. doi:

Hotelling, H. (1929). Stability in Competition. The Economic Journal, 39(153), 41-57. doi:

Hu, Y. y Tang, M. (2014) Game Theory Analysis of E-Commerce’s Price War. iBusiness, 6, 189-194. doi:

Ireland, N. (1989). Product Differentiation and Non-Price Competition, Oxford: North Holland.

Isaacs, R. (1999). Differential Games: A Mathematical Theory with Applications to Warfare and Pursuit, Control and Optimization. New York: Dover Publications.

Jay, P. y Byung-Cheol, K. (2010). Net neutrality and investment incentives. The rand Journal of Economics, 41(3), 446-471. doi:

Jianya, Z., Weigang, L. y Li, D. L. (2015, April). A Game-theory based Model for Analyzing E-marketplace Competition. En Hammoundi, Maciaszek, Teniente (eds.), iceis 2015: Proceedings of the 17th International Conference on Enterprise Information Systems. 1 (pp. 650-657). Portugal, Setúbal: SCITEPRESS-Science and Technology Publications, Lda. doi:

Kaldor, N. (1935). Market Imperfection and Excess Capacity. Economica NS, 2(5), 33-50. doi:

Katona, Z. y Sarvary, M. (2008). Network Formation and the Structure of the Commercial World Wide Web. Marketing Science, 27(5), 764-778. doi:

Kitahara, M. y Matsumura, T. (2006). Tax Effects in a Model of Product Differentiation: A Note. Journal of Economics, 89(1), 75–82. doi:

Kurland, N. y Egan, T. (1999). Telecommuting: Justice and Control in the Virtual Organization. Organization Science, 10(4), 500-513. doi:

Kuruzovich, J. y Etzion, H. (2018). Online Auctions and Multichannel Retailing. Management Science, 64(6), 2734-2753. doi:

Leonard, R. (2006). Theory of Games and Economic Behavior. History of Political Economy. 38(1), 189-190. doi:

Lerner, A. y Singer, H.W. (1937). Some Notes on Duopoly and Spatial Competition. Journal of Political Economy, 45, 145-186. doi:

Lewin, K. (1946) Action Research and Minority Problems. Journal for Social Issues, 2(4), 34-46. doi:

Li, Y (2018) The Strategic Decision on Mobile Payment: A Study on Merchants’ Adoption. Proc. 24th Americas Conference on Information Systems (AMCIS). New Orleans, LA, EEUU. 1-4

Liu, D., Xun, L. y Santhanam, R. (2013). Digital Games and Beyond: What Happens when Players Compete? mis Quarterly. 37(1), 111-124. doi:

Liu, M. (2017). Solutions to E-commerce Marketing Channels in Mobile Communication Industry. Revista de la Facultad de Ingeniería, 32(13), 460-464. doi:

Malhotra, D. (2005). Decision Making Using Game Theory: An Introduction for Managers. Academy of Management Review, 30(1), 193-194. doi:

Marden, J. R. y Shamma, J. S. (2018). Game Theory and Control. Annual Review of Control, Robotics, and Autonomous Systems, 1, 105-134. doi:

Matsumura, T. (2005). Competition-accelerating public investments. Australian Economic Papers, 44(3), 269-274. doi:

Matsumura, T. y Matsushima, N. (2004). Endogenous Cost Differentials between Public and Private Enterprises: A Mixed Duopoly Approach. Economica, (71), 671–688. doi: 0427.2004.00394.x

Mctaggart, R. (1991) Principles for Paticipatory Action Research. Adult education quartely. 41(3), 168-187. doi:

Meagher, K. y Zauner, K. (2005). Location-Then-Price Competition with Uncertain Consumer Tastes. Economic Theory, 25(4), 799-818. doi:

Middleton, J. (2006). Gurus on E-business. Londres: Thorogood Publishing, eBook.

Milutinovie, V. y Patricelli, F. (2002). E-business and E-challenges. Emerging communication, 4, 1566-7677.

Montgomery, J. (2007). Beyond Individual Choice: Teams and Frames in Game Theory. American Journal of Sociology. 113(3), 883-886. doi:

Morais, E., Pires, P. y Goncalves, J. (2012). E-Business Maturity: Constraints Associated with Their Evolution. Journal of Organizational Computing & Electronic Commerce. 22(3), 280-300. doi:

Murphy, P. (2017). Game theory as a paradigm for the public relations process. Public relations theory, 173- 192.

Muthitacharoen, A. y Tams, S. (2017) The Role of Auction Duration in Bidder Strategies and Auction Prices. International Journal of Electronic Commerce, 21(1), 67-98

Nash, J. (1950). The Bargaining Problem. Econometrica, 18, 155-162. doi:

Nash, J. (1951). Non-cooperative games. Annals of Mathematics, 54, 286–295. doi:

Neil, C. y Yong-Sook, L. (2006). The Strategic Localization of Transnational Retailers: The Case of Samsung-Tesco in South Korea. Economic Geography, 82(1), 61- 88. doi:

Neogy, S. K., Bapat, R. B., Das, A. K. y Pradhan, B. (2016). Optimization models with economic and game theoretic applications. Annals of Operations Research, 243(1-2), 1-3. doi:

Nishino, N. y Okuda, K. (2016). Business Structure of e-Book Service as a Product Service System: A Game Theoretic Approach. En Maeno, Yuriko, Tatsunori, Serviceology for Designing the Future: Selected an Edited Papers of the 2nd International Conference on Serviceology (pp. 125-144), Tokyo: Springer. doi:

Niyato, D., Lu, X., Wang, P., Kim, D. I. y Han, Z. (2016). Economics of Internet of Things: An information market approach. ieee Wireless Communications, 23(4), 136-145. doi:

Pagnozzi, M. y Piccolo, S. (2012). Vertical separation with private contracts. The Economic Journal, 122(559), 173-207. doi:

Peeters, R., Strobel, M., Vermeulen, D. y Walzl, M. (2016). The Impact of the Irrelevant: Temporary Buy-Options and Bidding Behavior in Auctions. Games, 7(1), 8. doi:

Prescott, E. y Visscher, M. (1977) Sequential Location among Firms with Foresight. Bell Journal of Economics, 8(2), 378-393.

Princely, I. (2011). An Empirical Analysis of Factors Influencing Internet/e-business Technologies Adoption by smes in Canada. International Journal of Information Technology & Decision Making, 10(4), 731-766. doi:

Renna, P. y Argoneto, P. (2010) A game theoretic coordination for trading capacity in multisite factory environment. The International Journal of Advanced Manufacturing Technology. 47, 1241–1252.

Rodríguez, G. (2012). Sequential Auctions with Imperfect Quantity Commitment. Economic Theory, 49(1), 143-173. doi:

Salanié, B. (1997). The Economics of Contracts. Cambridge, London: mit Press.

Saloner, G. (1991). Modeling, Game Theory, and Strategic Management. Strategic Management Journal, 12, número especial: Fundamental Research Issues in Strategy and Economics, 119-136. doi:

Salop, S. (1979). Monopolistic Competition with Outside Goods. The Bell Journal of Economics, 10(1), 141-156. doi:

Sarmiento C. y Wilson, W. (2005). Spatial Modeling in Technology Adoption Decisions: The Case of Shuttle Train Elevators. American Journal of Agricultural Economics, 87(4), 1034-1045. doi:

Schmalensee, R. (1978). Entry Deterrence in the Ready-to-Eat Breakfast Cereal Industry. The Bell Journal of Economics, 9, 305-327. doi:

Schmitt, N. (1995). Product Imitation, Product Differentiation and International. Trade International Economic Review, 36(3), 583-608. doi:

Shapley, Ll. (1952). N-Person games —Stable-set Solutions Including an Arbitrary Closed Component. Rand Corporation, Santa Monica, CA, usa. Recuperado de

Shapley, Ll. (1953). A Value for n-person Games. En: HW Kuhn y AW Tucker (eds.), Contributions to the Theory of Games, Vol. 2 (pp. 307-317). Princeton: Princeton University Press. doi:

Shapley, Ll. y Shubik, M. (1954). A Method for Evaluating the Distribution of Power in a Committee System. American Political Science Review, 48(3), 787-792. doi:

Shapley, Ll. y Shubik, M. (1971). The Assignment Game I: The core. International Journal of Game Theory, 1, 111-130. doi:

Sharma, V. (2013). Enhancement of Trust in the Export Management Company-supplier Relationship through e-business. International Journal of Commerce & Management. 23(1), 24-37. doi:

Shubik, M. (1959). Strategy and Market Structure. New York: Wiley.

Shubik, M. (1970). Budgets in a Decentralized Organization with Incomplete Information. Rand Corporation, Santa Monica, CA, usa.

Simonsohn, U. (2010). EBay’s Crowded Evenings: Competition Neglect in Market Entry Decisions. Management Science, 56(7), 1060-1073. doi:

Sridhar, M. (1985). Using Game Theory to Model Competition. Journal of Marketing Research, 22(3), 262-282. doi:

Tadelis, S. (2016). Reputation and Feedback Systems in Online Platform Markets. Annual Review of Economics, 8, 321-340. doi:

Thomas, M. Wirtz, B. y Weyerer, J. (2019) Determinants of Online Review Credibility and Its Impact on Consumers’ Purchase Intention. Journal of Electronic Commerce Research, 20(1), 1-21.

Tirole, J. (1988). The Theory of industrial Organization, Cambridge: mit Press.

Tolotti, M. y Yépez, J. (2018). Hotelling-Bertrand Duopoly Competition Under Firm-Specific Network Effects. Recuperado de doi:

Von Neumann, J. y Morgenstern, O. (1944). Theory of Games and Economic Behavior, Princeton, NJ: Princeton University Press.

Wenzel, T. (2011). Deregulation of Shopping Hours: The Impact on Independent Retailers and Chain Stores. The Scandinavian Journal of Economics, 113(1), 145–166. doi:

Whitford, A. (2005). Introducing Game Theory and Its Applications. Interfaces, 35(5), 437-439.

Xu, J. y Quaddus, M.A. (2010). “E-business in the 21st Century: Realities, Challenges, and Outlook”. En: Solanas, Martínez y Rovira (eds.), Intelligent Information Systems (pp. 3-34), v. 2, Singapore: World Scientific Publishing Co. doi:

Yao, J. y Ansari, N. (2018). Caching in Energy Harvesting Aided Internet of Things: A Game-Theoretic Approach. ieee Internet of Things Journal, 6(2), 3194-3201. DOI: 10.1109/jiot.2018.2880483. doi: https://

Zhao, M. y Xia, Y. (2017) Analysis of Port Pricing Based on Circle Model. 4th International Conference on Industrial Economics System and Industrial Security Engineering (ieis), Kyoto, 1-6. doi:

Zhang, X., Zhou, Y. y Han, Q. (2019). Game Theory-based Environmental lcc Control Behavior Analysis. Journal of Cleaner Production, 211, 1527-1533. doi:

Zhou, J. y Fan, T. (2015). Research on the Competition Strategy of the Fresh Agricultural Products based on Hotelling Model. International Conference on Logistics Engineering, Management and Computer Science. doi:

Zhu, K. (2004). Information Transparency of Business-to-Business Electronic Markets: A Game-Theoretic Analysis. Management Science, 50(5), 670–685. doi:

Zomorrodi, A. R. y Segrè, D. (2017). Genome-driven evolutionary game theory helps understand the rise of metabolic interdependencies in microbial communities. Nature Communications, 8(1), 1563. doi:

Cómo citar
González Campo, C. H., & Zamora Mina, V. (2020). Comportamiento de los agentes en el comercio electrónico según modelos de localización. Revista Facultad De Ciencias Económicas, 28(1), 47-66.